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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025
Semi-supervised Concept Bottleneck Models ICCV 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting CVPR 2025
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025
Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization CVPR 2025
Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation AAAI 2025
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels CVPR 2025
Towards Debiased Generalized Category Discovery IJCAI 2025
Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation AAAI 2025
YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation ACL 2025
Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval AAAI 2025
Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels AAAI 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition AACL 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection AAAI 2025
A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training WACV 2025
Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation CVPR 2025
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification EMNLP 2025
Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation RSS 2025
Multi-Task Learning of Classification and Generation for Set-Structured Data WACV 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025